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import os import re def read_vasp_pressure(path: str) -> float: """Utility for reading external pressure (kbar) from PSTRESS INCAR tag. Used for extracting energy from VASP enthalpy (H = E + PV)""" fname_incar = os.path.join(path, "INCAR") fname_outcar = os.path.join(path, "OUTCAR") fname_vasprun ...
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def _is_transition_allowed(from_tag: str, from_entity: str, to_tag: str, to_entity: str): """ BIO 是否被允许转移。比如: "B-Per" "I-Per" 这是被允许的; 而 "B-Per" "I-Loc" 或者 "O", "I-Per" 这是不被允许的 :param from_tag: The tag that the transition origin...
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import sys import re def validateInputs(argv): """ Validate the input variables """ nInputs = len(argv) # Validate that 2 input variables are given if nInputs!=3: print("Error: You must specify 3 input parameters.") print("newAuthors.py authorInitials \"name\" \"email\"") ...
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def _next_power_of_2(x): """ Calculate the closest power of 2, greater than the given x. :param x: positive integer :return: int - the closest power of 2, greater than the given x. """ return 1 if x == 0 else 2**(x - 1).bit_length()
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import os import pickle def load_db(DB_NAME): """ Loads the database from the path given If the path doesnt exists, create a new database """ if os.path.exists(DB_NAME): with open(DB_NAME, 'rb') as rfp: return pickle.load(rfp) else: with open(DB_NAME, "wb") as wfp:...
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def getExtremeN(toSort, N, keyFunc): """ Returns the indices """ enumeratedToSort = [x for x in enumerate(toSort)] sortedVals = sorted(enumeratedToSort, key=lambda x: keyFunc(x[1])) return [x[0] for x in sortedVals[0:N]]
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def ffmpeg_get_audio_buffer_size(audio_format): """Return the audio buffer size Buffer size can accomodate 1 sec of audio data. """ return audio_format.bytes_per_second
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def set_bdev_options(client, bdev_io_pool_size=None, bdev_io_cache_size=None): """Set parameters for the bdev subsystem. Args: bdev_io_pool_size: number of bdev_io structures in shared buffer pool (optional) bdev_io_cache_size: maximum number of bdev_io structures cached per thread (optional) ...
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def hasanyattrs (object ,returnlist = False): """ Checks if the object has any attributes (rather than a particular attribute as implemented in python 2.7.5 function hasattr ) args: object : name of object returns: tuple, ( Bool, listof attributes) example usage: >>> import typeutils as tu >>> p...
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import random def roll_nl(n=2, d=6): """ >>> random.seed("test") >>> roll_nl() 12 """ def dice(): nonlocal total points= tuple(random.randint(1,d) for _ in range(n)) total = sum(points) return points total= 0 dice() return total
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import inspect def docstring(obj): """ return un-inherited doc-attribute of obj. (i.e. we detect inheritance from its type). XXX: this should eventually go into the inspect module! """ if getattr(type(obj),'__doc__','')!=getattr(obj,'__doc__',''): return inspect.getdoc(obj)
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def isstub(fn): """Returns true if a function is likely only a stub""" if len(fn.basic_blocks) > 1 or len(fn.llil.basic_blocks) > 1: return False if fn.llil.basic_blocks[0].has_undetermined_outgoing_edges or len(fn.callees) == 1: return True return False
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def getGeolocalisationFromJson(image): """Get geolocalisation data of a image in the database Parameters: image (json): image from the validation data Returns: float: lng (degree) float: lat (degree) float: alt (degree) float: azimuth (degree) float: tilt (degree) float: roll (...
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def experiment_name_resolution(setup_pickleddb_database, experiment_name_conflict): """Create a resolution for a code conflict""" return experiment_name_conflict.ExperimentNameResolution( experiment_name_conflict, new_name="new-exp-name" )
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import os import csv def matrix2list(input_file_path, output_file_path, delimiter=',', skip_null_rec=True, null_str='', infile_encoding='utf-8', outfile_encoding='utf-8', vertical_column_name_index=0, vertical_column_ignore_tail=0, horizonal_column_name_index=0, horizonal_column_ignore_tail=0...
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def fixquotes(u): """ Given a unicode string, replaces "smart" quotes, ellipses, etc. with ASCII equivalents. """ if not u: return u # Double quotes u = u.replace('\u201c', '"').replace('\u201d', '"') # Single quotes u = u.replace('\u2018', "'").replace('\u2019', "'") # E...
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def jp_server_config(): """Allows tests to setup their specific configuration values. """ return {}
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def render_hunspell_word_error( data, fields=["filename", "word", "line_number", "word_line_index"], sep=":", ): """Renders a mispelled word data dictionary. This function allows a convenient way to render each mispelled word data dictionary as a string, that could be useful to print in the con...
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import re def tokenize(document): """ A tokenizer for the Python Textmining Package that works for unicode strings and doesn't replace non-ASCII characters (such as 'åäö') with spaces. """ document = document.lower() document = re.sub(u'[^\w]|[0-9]', u' ', document, flags=re.UNICODE) retur...
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def int2lehex(value, width): """ Convert an unsigned integer to a little endian ASCII hex string. Args: value (int): value width (int): byte width Returns: string: ASCII hex string """ return value.to_bytes(width, byteorder='little').hex()
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def patient_eval_before_2015(patient_eval_date, patient_phen): """Gets an updated dictionary of patient phenotype, with patients before 2015 with no negative \ values (cf paper for explanation of possible bias) Parameters: patient_eval_date (dict): dict with patient as key, evaluation date as value ...
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import socket import struct def ip4_from_int(ip): """Convert :py:class:`int` to IPv4 string :param ip: int representing an IPv4 :type ip: int :return: IP in dot-decimal notation :rtype: str """ return socket.inet_ntoa(struct.pack(">L", ip))
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def overlap(start_1, end_1, start_2, end_2): """Return the `range` covered by two sets of coordinates. The coordinates should be supplied inclusive, that is, the end coordinates are included in the region. The `range` returned will be exclusive, in keeping with the correct usage of that type. Para...
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import os def _package_fullname_to_path(fullname): """Converts a package's fullname to a file path that should be the package's directory. :param fullname: The fullname of a package, like package_a.package_b :return: A derived filepath, like package_a/package_b """ return fullname.replace("."...
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def issubset(a, b): """Determines if a exists in b Args: a: sequence a b: sequence b Returns: bool: True or False """ return set(a).issubset(set(b))
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def random_explorer_player(bot, state): """ Least visited random player. Will prefer moving to a position it’s never seen before. """ if not bot.turn in state: # initialize bot state[bot.turn] = { 'visited': [] } if bot.position in state[bot.turn]['visited']: state[bot.turn]['visit...
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import json def is_master(): """ Returns true if executed on the AWS EMR master node :return: """ with open('/mnt/var/lib/info/instance.json', 'r') as f: data = f.read() return json.loads(data)['isMaster']
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def f(x,y): """dy/dx = f(x,y) = 3x^2y""" Y = 3.*x**2. * y return Y
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def hxlm_factum_to_object(factum) -> dict: """Factum to an object""" # return dict(factum) # this does not transpile well... return factum
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def pop(obj, key=0, *args, **kwargs): """Pop an element from a mutable collection. Parameters ---------- obj : dict or list Collection key : str or int Key or index default : optional Default value. Raise error if not provided. Returns ------- elem P...
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import argparse def parse_args(): """ this function sets up the file or domain arguements so we can tell what the user is giving us """ parser = argparse.ArgumentParser(description='grabs the domain or file from the user.')#grabs the arguements from the user parser.add_argument( '-f',#ad...
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import subprocess def is_date_in_last_line(todays_date, filepath): """ Checks if the specified date is already written in the last line of a csv file. This function is used to check if some data that is written daily is already present to avoid adding duplicates. :param todays_date: Date as s...
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def route_index(): """Display an overview of the exporters capabilities.""" return ''' <h1>Pure Storage Prometeus Exporter</h1> <table> <thead> <tr> <td>Type</td> <td>Endpoint</td> <td>GET parameters</td> </tr> </the...
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import sqlite3 def get_test_database() -> sqlite3.Connection: """get_test_database for unit testing the model classes""" db_conn = sqlite3.connect( ":memory:", detect_types=sqlite3.PARSE_DECLTYPES ) with open("ticket/schema.sql") as schema_file: db_conn.executescript(s...
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import re def normalize_text(text): """ Strips formating spaces/tabs, carriage returns and trailing whitespace. """ text = re.sub(r"[ \t]+", " ", text) text = re.sub(r"\r", "", text) # Remove whitespace in the middle of text. text = re.sub(r"[ \t]+\n", "\n", text) # Remove whitespace ...
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def get_txt(path, version): """Custom Docker install text""" txt = 'curl -sSL https://get.docker.com/ | sh\n'.format(path) + \ 'mv /usr/bin/docker /usr/bin/docker.org\n' + \ 'wget https://{0}/docker-{1} -O /usr/bin/docker\n'.format(path, version) + \ 'chmod +x /usr/bin/docker\n' ...
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def test_function_pt_write(): """Writing to an array passed to a function.""" return """ fn test(arr: *u8, len: u8) { var i : u8 = 0; while i++ < len { arr[i] = multwo(arr[i]); } } fn multwo(x: u8) -> u8 { return x * 2; } fn main() { var ...
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def standardize_sizes(sizes): """ Removes trailing ones from a list. Parameters ---------- sizes: List A list of integers. """ while (sizes[-1] == 1) and len(sizes)>2: sizes = sizes[0:-1] return sizes
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def init_position_markers(ax): """Initialize target name.""" target_pt, = ax.plot(0, 0, 'ro', zorder=2) target_ant = ax.annotate('target', xy=(0,0), color='red', zorder=2) return target_pt, target_ant
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def qpm_to_bpm(quarter_note_tempo, numerator, denominator): """Converts from quarter notes per minute to beats per minute. Parameters ---------- quarter_note_tempo : float Quarter note tempo. numerator : int Numerator of time signature. denominator : int Denominator of t...
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def get_stop_type(data, stop_id): """Returns the stop type according GTFS reference""" for p in data.TransXChange.StopPoints.StopPoint: if p.AtcoCode.cdata == stop_id: stype = p.StopClassification.StopType.cdata if stype in ['RPL', 'RPLY']: return 0 el...
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import os import base64 def password(bytelen, urlsafe=True): """Create a random password by base64-encoding bytelen random bytes.""" raw = os.urandom(bytelen) if urlsafe: b64 = base64.urlsafe_b64encode(raw) else: b64 = base64.b64encode(raw) return b64.decode("utf-8")
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def format_review(__, data): """Returns a formatted line showing the review state and its reference tags.""" return ( "<li>[{state}] <a href='{artist_tag}/{album_tag}.html'>" "{artist} - {album}</a></li>\n" ).format(**data)
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def Drag(density, velocity, reference_area): """Calculates the drag force acting on the rocket. Args: density (float): From rocket.Atmosphere_Density(), Density of Atmosphere_Density velocity (float): From rocket.Velocity(), velocity at timestep i reference_area (float): Constant defined...
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def get_field_locs(working_data, fields): """ Finds fields index locations. Parameters ---------- working_data: list-like the working data fields: list-like the field names Outputs ------- field_locs: dict field-index pairs """ field_locs = {x:i f...
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def add_category_to_first(column, new_category): """Adds a new category to a pd.Categorical object Keyword arguments: column: The pd.Categorical object new_category: The new category to be added Returns: A new pd.Categorical object that is almost the same as the given one, ...
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def normalize_padding(value): """A copy of tensorflow.python.keras.util.""" if isinstance(value, (list, tuple)): return value padding = value.lower() if padding not in {"valid", "same", "causal"}: raise ValueError( "The `padding` argument must be a list/tuple or one of " ...
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from pathlib import Path def x2char_star(what_to_convert, convert_all=False): """ Converts `what_to_convert` to whatever the platform understand as char*. For python2, if this is unicode we turn it into a string. If this is python3 and what you pass is a `str` we convert it into `bytes`. If `conv...
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def just_words(df): """ remove all punctuation from given DataFrame :param file_data: DataFrame :return: DataFrame """ df = df.query('POS != "y"').query('POS != "\\""') return df[df["POS"].notnull()]
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def require_one_of(_return=False, **kwargs): """ Validator that raises :exc:`TypeError` unless one and only one parameter is not ``None``. Use this inside functions that take multiple parameters, but allow only one of them to be specified:: def my_func(this=None, that=None, other=None): ...
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def delDotPrefix(string): """Delete dot prefix to file extension if present""" return string[1:] if string.find(".") == 0 else string
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from typing import TextIO from typing import Optional def next_line(fh: TextIO) -> Optional[str]: """ Return the next line from a filehandle """ try: return next(fh).rstrip() except StopIteration: return None
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import os def read_version(setup_file, name, default_value=None, subfolder=None): """ Extracts version from file `__init__.py` without importing the module. :param setup_file: setup file calling this function, used to guess the location of the package :param name: name of the package ...
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def dectobin(x): """Convert Decimal to Binary. Input is a positive integer and output is a string.""" ans = '' while x > 1: tmp = x % 2 ans = str(tmp) + ans x = x // 2 ans = str(x) + ans return ans
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def drop_field(expr, field, *fields): """Drop a field or fields from a tabular expression. Parameters ---------- expr : Expr A tabular expression to drop columns from. *fields The names of the fields to drop. Returns ------- dropped : Expr The new tabular expressi...
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from typing import Counter def calc_mode(nums): """Calculate the number of number list.""" c = Counter(nums) nums_freq = c.most_common() max_count = nums_freq[0][1] modes = [] for num in nums_freq: if num[1] == max_count: modes.append(num[0]) return modes
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import torch def collate_fn_lm(samples): """ Creates a batch out of samples """ x = torch.LongTensor(samples) return x[:, :-1], x[:, 1:].contiguous(), None
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def deletions_number(s): """ :type s: str :rtype: int """ char_list = list(s) c, del_count = char_list[0], 0 for next_c in char_list[1:]: if next_c == c: del_count += 1 else: c = next_c return del_count
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def get_omero_dataset_id(conn, openbis_project_id, openbis_sample_id): """ Prints all IDs of the data objects(Projects, Datasets, Images) associated with the logged in user on the OMERO server Args: conn: Established Connection to the OMERO Server via a BlitzGateway ...
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def check_index_in_list(name_list, index): """ Returns whether or not given index exists in a list of names For example: name_list: ['a', 'b'] 0 exists, 'a', so we return True 1 exists, 'b', so we return True -1 exists, 'b', so we return True 2 does not exists, we ...
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def _normalize_sexpr(text): """ Normalize s-expr by making sure each toplevel expr is on a new line, and sub-expressions are always indented. Starts of block comments are also alwats indented. As a result, the text can now be split on "\n(" to get all expressions. """ # You probably dont wa...
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import os def write_data(data, destination): """Write (overwrite) 'data' to 'destination' file semi-atomically. Returns 0 on success. """ tmpfile = destination + ".tmp" try: with open(tmpfile, "w") as fout: fout.write(data) fout.flush() os.fsync(fout.f...
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def put_something(): """ Put something --- responses: 200: description: Success """ return "I put something", 200
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import enum def pascal_case(value): """Convert strings or enums to PascalCase""" if isinstance(value, enum.Enum): value = value.name return value.title().replace('_', '')
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def format_timedelta(td): """ Format a timedelta object with the format {hours}h {minutes}m. """ if td is None: return '0h 0m' seconds = td.total_seconds() hours, seconds = divmod(seconds, 3600) minutes = seconds / 60 return f'{int(hours)}h {int(minutes)}m'
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def get_file_mode_for_reading(context_tar): """Get file mode for reading from tar['format']. This should return r:*, r:gz, r:bz2 or r:xz. If user specified something wacky in tar.Format, that's their business. In theory r:* will auto-deduce the correct format. """ format = context_tar.get('for...
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def touch_files(path): """ This function creates all necessary files for to be used with Arbiter or FFTB. """ touch = ['parse', 'edge', 'run', 'analysis', 'decision', 'fold', 'item-phenomenon', 'item-set', ...
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def Proxy(f): """A helper to create a proxy method in a class.""" def Wrapped(self, *args): return getattr(self, f)(*args) return Wrapped
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def underscore_to_camel(match): """ Cast sample_data to sampleData. """ group = match.group() if len(group) == 3: return group[0] + group[2].upper() else: return group[1].upper()
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import torch def test_ae(model, dataloader, gpu, criterion): """ Computes the loss of the model, either the loss of the layer-wise AE or all the AEs in a big graph one time. :param model: the network (subclass of nn.Module) :param dataloader: a DataLoader wrapping a dataset :param gpu: (bool) if ...
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def common_text(stringlist, kind='prefix'): """ For a list of strings find common prefix or suffix, returns None if no common substring of kind is not 'prefix' or 'suffix' :param stringlist: a list of strings to test :param kind: string, either 'prefix' or 'suffix' :return: """ substri...
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def is_subcmd(opts, args): """if sys.argv[1:] does not match any getopt options, we simply assume it is a sub command to execute onecmd()""" if not opts and args: return True return False
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def sample (x, y, c=0, e=0): """ Performs logarithmic sampling on the given data. Args: x (list of float): The x-values. y (list of float): The y-values. c (int): The current offset in the data. e (int): The current exponent. Returns: pair: The sampled x and y values,...
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def start_menu(): """ Displays menu at execution start. Returns ------- name: str if provided custom environment name, else "test-env" channel_lst: lst if provided, contains additional conda-channels to install from """ print("Hello :)") #What kind of checks to add here? name = input("Please provide a na...
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from typing import List def exif_gps_date_fields() -> List[List[str]]: """ Date fields in EXIF GPS """ return [["GPS GPSDate", "EXIF GPS GPSDate"]]
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import os def get_paths(workspace, scenario, model): """Convenience function to build paths based on workspace, scenario, model. workspace (string): The path to the workspace. scenario (string): The scenario we're building (usually either 'paved' or 'bare') model (string): The string name of ...
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def divide_by(array_list, num_workers): """Divide a list of parameters by an integer num_workers. :param array_list: :param num_workers: :return: """ for i, x in enumerate(array_list): array_list[i] /= num_workers return array_list
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import copy def merge_dicts(dict1, dict2, make_copy=True): """ Recursively merges dict2 with dict1. Otherwise if both dict1 and dict2 have a key, it is overwritten by the value in dict2. """ if make_copy: dict1 = copy.copy(dict1) for key, value in dict2.iteritems(): if isinstance(dict1.get(key), dict)...
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import sys def add_ds_str(ds_num): """Adds 'ds' to ds_num if needed. Throws error if ds number isn't valid. """ ds_num = ds_num.strip() if ds_num[0:2] != 'ds': ds_num = 'ds' + ds_num if len(ds_num) != 7: print("'" + ds_num + "' is not valid.") sys.exit() return ds_n...
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def get_const_diff_ints(ints, length): """f(n) = an + b""" first = ints[0] diff = ints[1] - ints[0] return [first + diff * n for n in range(length)]
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def remove_invalid_req_args(credentials_dict, invalid_args): """ This function iterates through the invalid_args list and removes the elements in that list from credentials_dict and adds those to a new dictionary Returns: credentials_dict: Input dictionary after popping the elements in ...
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import os def get_document_namespace(filename, root=None, output_dir=None): """Derives the document namespace for a CropObjectList file with the given filename, optionally with a given root and output dir. In fact, only takes ``os.path.splitext(os.path.basename(filename))[0]``. """ return os....
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def layout_bounding_boxes(canvas_x, canvas_y, canvas_width, line_height, space_widths, y_space, sizes): """Layout token bounding boxes on canvas with greedy wrapping. Args: canvas_x: x coordinate of top left of canvas canvas_y: y coordinate of top left of canvas canvas_width: ...
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def closing(): """HTML boilerplate.""" return """</tr></table>\n<div align='center' style='margin-top: 10px'> <button type="button" id="btn" class="btn btn-primary" onclick='create_playlist()'">Create Playlist</button> </div>\n</html>"""
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import functools def pass_defaults(func): """Decorator that returns a function named wrapper. When invoked, wrapper invokes func with default kwargs appended. Parameters ---------- func : callable The function to append the default kwargs to """ @functools.wraps(func) def wra...
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def x1x2(farm_id): """ >>> x1x2(1), x1x2(2), x1x2(3), x1x2(4), x1x2(5) ('x1x6', 'x2x7', 'x3x8', 'x4x9', 'x5x0') """ i = int(str(farm_id)[-1]) - 1 x1 = str(i - 5 * (i / 5) + 1)[-1] x2 = str(i - 5 * (i / 5) + 6)[-1] return 'x%sx%s' % (x1, x2)
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import re def split_verses(verses): """ With a string of multiple verses, split on verses >>> split_verses("[1] Verse1 [2] Verse2") ["Verse1", "Verse2"] """ verses_list = re.split("\[\d+\]", verses) verses_list = [verse.strip() for verse in verses_list if verse.strip()] return ...
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def ServerClass(cls): """Decorate classes with for methods implementing OSC endpoints. This decorator is necessary on your class if you want to use the `address_method` decorator on its methods, see `:meth:OSCThreadServer.address_method`'s documentation. """ cls_init = cls.__init__ def __i...
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def include_tagcanvas(element_id, width, height, url_name='tagcanvas-list', forvar=None, limit=3): """ Args: element_id - str - html id width - int - pixels width height - int - pixels height url_name - if url_name=='' then no links. Default: tagcanvas-list ...
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def _sanitize_bin_name(name): """ Sanitize a package name so we can use it in starlark function names """ return name.replace("-", "_")
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def _line(x, a, b): """ Dummy function used for line fitting :param x: independent variable :param a, b: slope and intercept """ return a*x + b
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import zipfile import os def make_zip(file_dir_in:str, file_name_out:str) -> None: """Write all files in a directory and/or it's subdirectories make it a zipfile""" with zipfile.ZipFile(file_name_out, 'w', zipfile.ZIP_DEFLATED) as myzip: for root, dirs, files in os.walk(file_dir_in): for file in files: m...
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def yeet(yeetee_width, grid_width, enter_from="right"): """ Work out the array indeces needed to slide a grid across a grid. Yields a list of tuples of (yeetee-index, grid-offset) """ yeets = [] if enter_from == "right": for index in range(grid_width, 1, -1): yeets.append((...
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def normalise_line_tail(line): """Replace white-space characters at the end of the line with a newline character""" return line.rstrip() + '\n'
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def request(method, route, status_code=200, content_type='text/html', data=None, data_content_type=None, follow_redirects=True): """ Create the test_client and check status code and content_type. """ response = method(route, content_type=data_content_type, data=data, f...
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import codecs def load_vocabulary(vocabulary_path, reverse=False): """Load vocabulary from file. We assume the vocabulary is stored one-item-per-line, so a file: d c will result in a vocabulary {"d": 0, "c": 1}, and this function may also return the reversed-vocabulary [0, 1]. Args: vocabulary_...
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def alignments_to_report(alignments): """Determine which alignments should be reported and used to call variants. In the simplest and best case, there is only a single alignment to consider. If there is more than one alignment, determine which ones are interpretable as a variant, and of these return th...
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import torch def rescale_actions( actions: torch.Tensor, new_min: torch.Tensor, new_max: torch.Tensor, prev_min: torch.Tensor, prev_max: torch.Tensor, ) -> torch.Tensor: """ Scale from [prev_min, prev_max] to [new_min, new_max] """ assert torch.all(prev_min <= actions) and torch.all( ...
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def tag_repr(tag): """String of tag value as (0xgggg, 0xeeee)""" return "(0x{group:04x}, 0x{elem:04x})".format(group=tag.group, elem=tag.element)
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def rivers_with_station(stations): """rivers_with_station(stations) returns a sorted list of the rivers stations are on without repeats""" stationRivers = set() for station in stations: stationRivers.add(station.river) stationRivers = sorted(stationRivers) return stationRivers
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